Workshop: Innovating the Network for Data Intensive Science (INDIS)
Event TypeWorkshop
Registration Categories
Big Data
Data Analytics
Software-defined networking
TimeSunday, 17 November 20199am - 5:30pm
DescriptionWide area networks are now an integral and essential part of this data-driven supercomputing ecosystem connecting information sources, data stores, processing, simulation, visualization, and user communities together. Networks for data-intensive science have more extreme requirements than general-purpose networks. These requirements not only closely impact the design of processor interconnects in supercomputers and cluster computers, but they also impact campus networks, regional networks and national backbone networks. This workshop brings together the network researchers and innovators to present challenges and novel ideas that stretch network research and SC’s own innovative network, SCinet. We invite papers that propose new and novel techniques to present solutions for meeting these networking needs; and developments that are essential in the information systems infrastructure for the scientific discovery process.
9:00am - 9:10amInnovating the Network for Data Intensive Science (INDIS)
9:10am - 9:35amSCinet DTN-as-a-Service Framework
9:35am - 10:00ambwNetFlow: A Customizable Multi-Tenant Flow Processing Platform for Transit Providers
10:00am - 10:30amINDIS Morning Break
10:30am - 11:30amINDIS Showcases Panel: SCinet NRE, XNET and Architecture
11:30am - 12:05pmINDIS Keynote: The Relevance of Software Defined Exchange Points in the Path of Scientific Workflows
12:05pm - 12:30pmEstimation of RTT and Loss Rate of Wide-Area Connections Using MPI Measurements
12:30pm - 2:00pmINDIS Lunch Break
2:00pm - 2:25pmCo-Scheduling of Advance and Immediate Bandwidth Reservations for Inter-Data Center Transfer
2:25pm - 2:35pmINDIS Short Break
2:35pm - 3:00pmHop Recording and Forwarding State Logging: Two Implementations for Path Tracking in P4
3:00pm - 3:30pmINDIS Afternoon Break
3:30pm - 3:55pmG2: A Network Optimization Framework for High-Precision Analysis of Bottleneck and Flow Performance
3:55pm - 4:30pmINDIS Keynote: Applications of ML and AI in Next Generation Wired and Wireless Networks
4:30pm - 4:55pmTraining Classifiers to Identify TCP Signatures in Scientific Workflows
4:55pm - 5:20pmSample Transfer Optimization with Adaptive Deep Neural Network
5:20pm - 5:30pmINDIS Closing Remarks
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